AI Adoption & Process Redesign

Most companies do not have an AI problem. They have an adoption problem. Licences get bought, a few enthusiasts experiment, a pilot impresses in a demo, and a year later nothing has changed in how the work actually gets done.

I take the problem from the other end: the processes. We look at how your teams sell, market, operate and support today, and we identify where AI genuinely removes friction, with a business case per use case, not a technology looking for a justification. Then comes the part most AI programs skip: redesigning the process around the new way of working, training people on their real tasks, setting usage rules that make legal and IT comfortable, and measuring adoption for months, not weeks.

I use these tools every day to run my own business and build my own products, so I know what they do well and where they disappoint. That practitioner's view is what I bring to the table: no magic, no fear, a sober read of what is worth deploying now and what can wait.

When a use case calls for heavy integration or custom development, I frame it and help you pick the right partner to build it, or, for lightweight business applications, my AI App Factory can take it on. This offer starts with a fixed-price audit and continues as an accompaniment sized to your pace.